FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification

A deep learning system for differential diagnosis of skin diseases

(2020) Yuan Liu et al.   NATURE MEDICINE

Unpaired Multi-Modal Segmentation via Knowledge Distillation

(2020) Qi Dou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MMTLNet: Multi-Modality Transfer Learning Network with adversarial training for 3D whole heart segmentation

(2020) Xiangyun Liao et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

GP-CNN-DTEL: Global-Part CNN Model With Data-Transformed Ensemble Learning for Skin Lesion Classification

(2020) Peng Tang et al.   IEEE Journal of Biomedical and Health Informatics

Efficient skin lesion segmentation using separable-Unet with stochastic weight averaging

(2019) Peng Tang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Attention Residual Learning for Skin Lesion Classification

(2019) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

7-Point Checklist and Skin Lesion Classification using Multi-Task Multi-Modal Neural Nets

(2018) Jeremy Kawahara et al.   IEEE Journal of Biomedical and Health Informatics

Multimodal skin lesion classification using deep learning

(2018) Jordan Yap et al.   EXPERIMENTAL DERMATOLOGY

Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features

(2018) Zhen Yu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Skin lesion classification with ensembles of deep convolutional neural networks

(2018) Balazs Harangi   JOURNAL OF BIOMEDICAL INFORMATICS

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

(2018) Philipp Tschandl et al.   Scientific Data

Deep Multimodal Learning: A Survey on Recent Advances and Trends

(2017) Dhanesh Ramachandram et al.   IEEE SIGNAL PROCESSING MAGAZINE

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

(2017) Lequan Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Sharable and Individual Multi-view Metric Learning

(2017) Junlin Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Skin cancer and new treatment perspectives: A review

(2015) M.C.F. Simões et al.   CANCER LETTERS

Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach

(2015) Muxuan Liang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Combining feature-level and decision-level fusion in a hierarchical classifier for emotion recognition in the wild

(2015) Bo Sun et al.   Journal on Multimodal User Interfaces

Model-Based Classification Methods of Global Patterns in Dermoscopic Images

(2014) Aurora Saez et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Analysis of the contour structural irregularity of skin lesions using wavelet decomposition

(2012) Li Ma et al.   PATTERN RECOGNITION

Seven-point checklist of dermoscopy revisited

(2010) G. Argenziano et al.   BRITISH JOURNAL OF DERMATOLOGY

Final Version of 2009 AJCC Melanoma Staging and Classification

(2009) Charles M. Balch et al.   JOURNAL OF CLINICAL ONCOLOGY